Overview
Brought to you by YData
Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 834 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 97.7 KiB |
| Average record size in memory | 120.0 B |
Variable types
| Categorical | 2 |
|---|---|
| Text | 3 |
| Numeric | 9 |
battery_type is highly overall correlated with brand | High correlation |
brand is highly overall correlated with battery_type and 1 other fields | High correlation |
discounted_price is highly overall correlated with memory and 2 other fields | High correlation |
display_size is highly overall correlated with brand | High correlation |
memory is highly overall correlated with discounted_price and 2 other fields | High correlation |
no of persons is highly overall correlated with reviews | High correlation |
original_price is highly overall correlated with discounted_price and 2 other fields | High correlation |
reviews is highly overall correlated with no of persons | High correlation |
storage is highly overall correlated with discounted_price and 2 other fields | High correlation |
Reproduction
| Analysis started | 2025-08-14 11:00:43.914246 |
|---|---|
| Analysis finished | 2025-08-14 11:00:52.315084 |
| Duration | 8.4 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
brand
Categorical
High correlation
| Distinct | 19 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.0 KiB |
| XIAOMI | |
|---|---|
| REALME | |
| SAMSUNG | |
| INFINIX | |
| VIVO | |
| Other values (14) |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 5.8729017 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | VIVO |
|---|---|
| 2nd row | APPLE |
| 3rd row | VIVO |
| 4th row | XIAOMI |
| 5th row | XIAOMI |
Common Values
| Value | Count | Frequency (%) |
| XIAOMI | 179 | |
| REALME | 144 | |
| SAMSUNG | 111 | |
| INFINIX | 71 | 8.5% |
| VIVO | 63 | 7.6% |
| APPLE | 58 | 7.0% |
| OPPO | 56 | 6.7% |
| MOTOROLA | 53 | 6.4% |
| TECNO | 28 | 3.4% |
| ITEL | 18 | 2.2% |
| Other values (9) | 53 | 6.4% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| xiaomi | 179 | |
| realme | 144 | |
| samsung | 111 | |
| infinix | 71 | 8.5% |
| vivo | 63 | 7.5% |
| apple | 58 | 6.9% |
| oppo | 56 | 6.7% |
| motorola | 53 | 6.3% |
| tecno | 28 | 3.3% |
| itel | 18 | 2.1% |
| Other values (10) | 57 | 6.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 685 | |
| O | 604 | |
| A | 570 | |
| M | 494 | |
| E | 405 | |
| N | 303 | 6.2% |
| L | 300 | 6.1% |
| X | 253 | 5.2% |
| P | 237 | 4.8% |
| S | 231 | 4.7% |
| Other values (11) | 816 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4898 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| I | 685 | |
| O | 604 | |
| A | 570 | |
| M | 494 | |
| E | 405 | |
| N | 303 | 6.2% |
| L | 300 | 6.1% |
| X | 253 | 5.2% |
| P | 237 | 4.8% |
| S | 231 | 4.7% |
| Other values (11) | 816 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4898 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| I | 685 | |
| O | 604 | |
| A | 570 | |
| M | 494 | |
| E | 405 | |
| N | 303 | 6.2% |
| L | 300 | 6.1% |
| X | 253 | 5.2% |
| P | 237 | 4.8% |
| S | 231 | 4.7% |
| Other values (11) | 816 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4898 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| I | 685 | |
| O | 604 | |
| A | 570 | |
| M | 494 | |
| E | 405 | |
| N | 303 | 6.2% |
| L | 300 | 6.1% |
| X | 253 | 5.2% |
| P | 237 | 4.8% |
| S | 231 | 4.7% |
| Other values (11) | 816 |
model
Text
| Distinct | 304 |
|---|---|
| Distinct (%) | 36.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.0 KiB |
Length
| Max length | 40 |
|---|---|
| Median length | 26 |
| Mean length | 15.517986 |
| Min length | 7 |
Unique
| Unique | 95 ? |
|---|---|
| Unique (%) | 11.4% |
Sample
| 1st row | VIVO T1 44W |
|---|---|
| 2nd row | APPLE IPHONE 11 |
| 3rd row | VIVO T1 44W |
| 4th row | POCO M4 5G |
| 5th row | REDMI 10 |
| Value | Count | Frequency (%) |
| 5g | 238 | 9.0% |
| realme | 144 | 5.5% |
| pro | 135 | 5.1% |
| samsung | 111 | 4.2% |
| galaxy | 111 | 4.2% |
| redmi | 103 | 3.9% |
| note | 73 | 2.8% |
| infinix | 71 | 2.7% |
| vivo | 63 | 2.4% |
| poco | 62 | 2.4% |
| Other values (260) | 1526 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2636 | ||
| O | 977 | 7.5% |
| A | 837 | 6.5% |
| E | 800 | 6.2% |
| I | 631 | 4.9% |
| P | 603 | 4.7% |
| R | 554 | 4.3% |
| G | 539 | 4.2% |
| M | 526 | 4.1% |
| N | 521 | 4.0% |
| Other values (29) | 4318 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12942 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2636 | ||
| O | 977 | 7.5% |
| A | 837 | 6.5% |
| E | 800 | 6.2% |
| I | 631 | 4.9% |
| P | 603 | 4.7% |
| R | 554 | 4.3% |
| G | 539 | 4.2% |
| M | 526 | 4.1% |
| N | 521 | 4.0% |
| Other values (29) | 4318 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12942 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2636 | ||
| O | 977 | 7.5% |
| A | 837 | 6.5% |
| E | 800 | 6.2% |
| I | 631 | 4.9% |
| P | 603 | 4.7% |
| R | 554 | 4.3% |
| G | 539 | 4.2% |
| M | 526 | 4.1% |
| N | 521 | 4.0% |
| Other values (29) | 4318 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12942 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2636 | ||
| O | 977 | 7.5% |
| A | 837 | 6.5% |
| E | 800 | 6.2% |
| I | 631 | 4.9% |
| P | 603 | 4.7% |
| R | 554 | 4.3% |
| G | 539 | 4.2% |
| M | 526 | 4.1% |
| N | 521 | 4.0% |
| Other values (29) | 4318 |
colour
Text
| Distinct | 375 |
|---|---|
| Distinct (%) | 45.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.0 KiB |
Length
| Max length | 19 |
|---|---|
| Median length | 16 |
| Mean length | 10.610312 |
| Min length | 1 |
Unique
| Unique | 183 ? |
|---|---|
| Unique (%) | 21.9% |
Sample
| 1st row | Starry Sky |
|---|---|
| 2nd row | White |
| 3rd row | Midnight Galaxy |
| 4th row | Power Black |
| 5th row | Caribbean Green |
| Value | Count | Frequency (%) |
| black | 230 | 15.1% |
| blue | 201 | 13.2% |
| green | 79 | 5.2% |
| white | 33 | 2.2% |
| gold | 32 | 2.1% |
| purple | 30 | 2.0% |
| midnight | 30 | 2.0% |
| grey | 26 | 1.7% |
| silver | 25 | 1.6% |
| yellow | 17 | 1.1% |
| Other values (259) | 822 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 930 | 10.5% |
| l | 780 | 8.8% |
| 711 | 8.0% | |
| a | 685 | 7.7% |
| r | 546 | 6.2% |
| B | 448 | 5.1% |
| i | 396 | 4.5% |
| c | 354 | 4.0% |
| n | 342 | 3.9% |
| t | 342 | 3.9% |
| Other values (41) | 3315 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8849 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 930 | 10.5% |
| l | 780 | 8.8% |
| 711 | 8.0% | |
| a | 685 | 7.7% |
| r | 546 | 6.2% |
| B | 448 | 5.1% |
| i | 396 | 4.5% |
| c | 354 | 4.0% |
| n | 342 | 3.9% |
| t | 342 | 3.9% |
| Other values (41) | 3315 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8849 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 930 | 10.5% |
| l | 780 | 8.8% |
| 711 | 8.0% | |
| a | 685 | 7.7% |
| r | 546 | 6.2% |
| B | 448 | 5.1% |
| i | 396 | 4.5% |
| c | 354 | 4.0% |
| n | 342 | 3.9% |
| t | 342 | 3.9% |
| Other values (41) | 3315 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8849 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 930 | 10.5% |
| l | 780 | 8.8% |
| 711 | 8.0% | |
| a | 685 | 7.7% |
| r | 546 | 6.2% |
| B | 448 | 5.1% |
| i | 396 | 4.5% |
| c | 354 | 4.0% |
| n | 342 | 3.9% |
| t | 342 | 3.9% |
| Other values (41) | 3315 |
original_price
Real number (ℝ)
High correlation
| Distinct | 136 |
|---|---|
| Distinct (%) | 16.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26102.33 |
| Minimum | 4899 |
|---|---|
| Maximum | 159900 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 4899 |
|---|---|
| 5-th percentile | 8999 |
| Q1 | 13999 |
| median | 17999 |
| Q3 | 25996.75 |
| 95-th percentile | 79931.5 |
| Maximum | 159900 |
| Range | 155001 |
| Interquartile range (IQR) | 11997.75 |
Descriptive statistics
| Standard deviation | 23800.797 |
|---|---|
| Coefficient of variation (CV) | 0.91182654 |
| Kurtosis | 9.1720005 |
| Mean | 26102.33 |
| Median Absolute Deviation (MAD) | 5000 |
| Skewness | 2.9139157 |
| Sum | 21769343 |
| Variance | 5.6647794 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 17999 | 96 | 11.5% |
| 16999 | 40 | 4.8% |
| 19999 | 39 | 4.7% |
| 15999 | 27 | 3.2% |
| 12999 | 27 | 3.2% |
| 9999 | 25 | 3.0% |
| 11999 | 25 | 3.0% |
| 14999 | 25 | 3.0% |
| 24999 | 22 | 2.6% |
| 13999 | 21 | 2.5% |
| Other values (126) | 487 |
| Value | Count | Frequency (%) |
| 4899 | 2 | 0.2% |
| 5799 | 1 | 0.1% |
| 6599 | 1 | 0.1% |
| 6799 | 1 | 0.1% |
| 6999 | 5 | 0.6% |
| 7500 | 1 | 0.1% |
| 7777 | 1 | 0.1% |
| 7999 | 13 | |
| 8240 | 1 | 0.1% |
| 8248 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 159900 | 1 | 0.1% |
| 149999 | 1 | 0.1% |
| 149900 | 1 | 0.1% |
| 139900 | 6 | |
| 129900 | 3 | |
| 119900 | 3 | |
| 116999 | 2 | 0.2% |
| 109900 | 1 | 0.1% |
| 101999 | 1 | 0.1% |
| 99900 | 7 |
discounted_price
Real number (ℝ)
High correlation
| Distinct | 294 |
|---|---|
| Distinct (%) | 35.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21481.59 |
| Minimum | 3599 |
|---|---|
| Maximum | 152999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 3599 |
|---|---|
| 5-th percentile | 6544.5 |
| Q1 | 9999 |
| median | 14999 |
| Q3 | 21999 |
| 95-th percentile | 69999 |
| Maximum | 152999 |
| Range | 149400 |
| Interquartile range (IQR) | 12000 |
Descriptive statistics
| Standard deviation | 21361.003 |
|---|---|
| Coefficient of variation (CV) | 0.9943865 |
| Kurtosis | 10.608068 |
| Mean | 21481.59 |
| Median Absolute Deviation (MAD) | 5500 |
| Skewness | 3.0615992 |
| Sum | 17915646 |
| Variance | 4.5629245 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8999 | 26 | 3.1% |
| 15999 | 25 | 3.0% |
| 11999 | 23 | 2.8% |
| 12999 | 22 | 2.6% |
| 14999 | 21 | 2.5% |
| 16999 | 21 | 2.5% |
| 24999 | 20 | 2.4% |
| 17999 | 19 | 2.3% |
| 16499 | 16 | 1.9% |
| 7499 | 15 | 1.8% |
| Other values (284) | 626 |
| Value | Count | Frequency (%) |
| 3599 | 1 | 0.1% |
| 4199 | 1 | 0.1% |
| 4699 | 3 | |
| 4889 | 1 | 0.1% |
| 5149 | 1 | 0.1% |
| 5169 | 1 | 0.1% |
| 5175 | 1 | 0.1% |
| 5199 | 2 | |
| 5299 | 2 | |
| 5499 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 152999 | 1 | 0.1% |
| 132999 | 2 | |
| 127999 | 4 | |
| 124999 | 1 | 0.1% |
| 122999 | 4 | |
| 110999 | 3 | |
| 101999 | 1 | 0.1% |
| 94999 | 2 | |
| 90999 | 4 | |
| 87999 | 3 |
ratings
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2727818 |
| Minimum | 0 |
|---|---|
| Maximum | 4.7 |
| Zeros | 2 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4.2 |
| median | 4.3 |
| Q3 | 4.4 |
| 95-th percentile | 4.635 |
| Maximum | 4.7 |
| Range | 4.7 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 0.28426554 |
|---|---|
| Coefficient of variation (CV) | 0.066529385 |
| Kurtosis | 122.427 |
| Mean | 4.2727818 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | -8.4609407 |
| Sum | 3563.5 |
| Variance | 0.080806898 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 4.3 | 265 | |
| 4.2 | 197 | |
| 4.4 | 141 | |
| 4.1 | 65 | 7.8% |
| 4.5 | 44 | 5.3% |
| 4.7 | 42 | 5.0% |
| 4 | 32 | 3.8% |
| 4.6 | 18 | 2.2% |
| 3.8 | 9 | 1.1% |
| 3.9 | 9 | 1.1% |
| Other values (7) | 12 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.2% |
| 3 | 2 | 0.2% |
| 3.3 | 1 | 0.1% |
| 3.4 | 1 | 0.1% |
| 3.5 | 2 | 0.2% |
| 3.6 | 3 | 0.4% |
| 3.7 | 1 | 0.1% |
| 3.8 | 9 | 1.1% |
| 3.9 | 9 | 1.1% |
| 4 | 32 |
| Value | Count | Frequency (%) |
| 4.7 | 42 | 5.0% |
| 4.6 | 18 | 2.2% |
| 4.5 | 44 | 5.3% |
| 4.4 | 141 | |
| 4.3 | 265 | |
| 4.2 | 197 | |
| 4.1 | 65 | 7.8% |
| 4 | 32 | 3.8% |
| 3.9 | 9 | 1.1% |
| 3.8 | 9 | 1.1% |
no of persons
Real number (ℝ)
High correlation
| Distinct | 397 |
|---|---|
| Distinct (%) | 47.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41788.124 |
| Minimum | 0 |
|---|---|
| Maximum | 1171704 |
| Zeros | 2 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 65 |
| Q1 | 924 |
| median | 5917.5 |
| Q3 | 39955 |
| 95-th percentile | 187787 |
| Maximum | 1171704 |
| Range | 1171704 |
| Interquartile range (IQR) | 39031 |
Descriptive statistics
| Standard deviation | 90931.123 |
|---|---|
| Coefficient of variation (CV) | 2.176004 |
| Kurtosis | 45.451816 |
| Mean | 41788.124 |
| Median Absolute Deviation (MAD) | 5744 |
| Skewness | 5.3397476 |
| Sum | 34851295 |
| Variance | 8.2684691 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4110 | 11 | 1.3% |
| 16010 | 10 | 1.2% |
| 190651 | 8 | 1.0% |
| 186979 | 8 | 1.0% |
| 738 | 7 | 0.8% |
| 184191 | 7 | 0.8% |
| 157763 | 6 | 0.7% |
| 244 | 6 | 0.7% |
| 3694 | 6 | 0.7% |
| 122678 | 6 | 0.7% |
| Other values (387) | 759 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 3 | 2 | |
| 6 | 2 | |
| 10 | 2 | |
| 12 | 2 | |
| 13 | 2 | |
| 14 | 2 | |
| 17 | 1 | |
| 21 | 1 | |
| 25 | 1 |
| Value | Count | Frequency (%) |
| 1171704 | 1 | |
| 942649 | 1 | |
| 577272 | 2 | |
| 559353 | 1 | |
| 459210 | 1 | |
| 422214 | 1 | |
| 398759 | 2 | |
| 393417 | 1 | |
| 388968 | 1 | |
| 365540 | 2 |
reviews
Real number (ℝ)
High correlation
| Distinct | 330 |
|---|---|
| Distinct (%) | 39.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3151.3705 |
| Minimum | 0 |
|---|---|
| Maximum | 122453 |
| Zeros | 5 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 78.75 |
| median | 514 |
| Q3 | 3314 |
| 95-th percentile | 12739 |
| Maximum | 122453 |
| Range | 122453 |
| Interquartile range (IQR) | 3235.25 |
Descriptive statistics
| Standard deviation | 7532.4025 |
|---|---|
| Coefficient of variation (CV) | 2.390199 |
| Kurtosis | 89.020711 |
| Mean | 3151.3705 |
| Median Absolute Deviation (MAD) | 498 |
| Skewness | 7.4607562 |
| Sum | 2628243 |
| Variance | 56737087 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 15 | 1.8% |
| 63 | 11 | 1.3% |
| 294 | 11 | 1.3% |
| 3 | 10 | 1.2% |
| 686 | 10 | 1.2% |
| 21 | 10 | 1.2% |
| 10468 | 8 | 1.0% |
| 13531 | 8 | 1.0% |
| 12739 | 8 | 1.0% |
| 10818 | 7 | 0.8% |
| Other values (320) | 736 |
| Value | Count | Frequency (%) |
| 0 | 5 | 0.6% |
| 1 | 7 | |
| 2 | 15 | |
| 3 | 10 | |
| 4 | 3 | 0.4% |
| 5 | 3 | 0.4% |
| 6 | 3 | 0.4% |
| 7 | 2 | 0.2% |
| 8 | 6 | 0.7% |
| 9 | 3 | 0.4% |
| Value | Count | Frequency (%) |
| 122453 | 1 | 0.1% |
| 66962 | 1 | 0.1% |
| 53824 | 2 | |
| 42174 | 1 | 0.1% |
| 40463 | 1 | 0.1% |
| 34039 | 1 | 0.1% |
| 33908 | 2 | |
| 33202 | 3 | |
| 30022 | 1 | 0.1% |
| 29491 | 1 | 0.1% |
memory
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2973621 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9304392 |
|---|---|
| Coefficient of variation (CV) | 0.36441519 |
| Kurtosis | -1.0326017 |
| Mean | 5.2973621 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.073130991 |
| Sum | 4418 |
| Variance | 3.7265957 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 6 | 276 | |
| 4 | 230 | |
| 8 | 188 | |
| 2 | 72 | 8.6% |
| 3 | 63 | 7.6% |
| 1 | 5 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 5 | 0.6% |
| 2 | 72 | 8.6% |
| 3 | 63 | 7.6% |
| 4 | 230 | |
| 6 | 276 | |
| 8 | 188 |
| Value | Count | Frequency (%) |
| 8 | 188 | |
| 6 | 276 | |
| 4 | 230 | |
| 3 | 63 | 7.6% |
| 2 | 72 | 8.6% |
| 1 | 5 | 0.6% |
storage
Real number (ℝ)
High correlation
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 108.78657 |
| Minimum | 8 |
|---|---|
| Maximum | 512 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 64 |
| median | 128 |
| Q3 | 128 |
| 95-th percentile | 256 |
| Maximum | 512 |
| Range | 504 |
| Interquartile range (IQR) | 64 |
Descriptive statistics
| Standard deviation | 68.636629 |
|---|---|
| Coefficient of variation (CV) | 0.63092924 |
| Kurtosis | 10.319772 |
| Mean | 108.78657 |
| Median Absolute Deviation (MAD) | 64 |
| Skewness | 2.3733945 |
| Sum | 90728 |
| Variance | 4710.9868 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 128 | 411 | |
| 64 | 241 | |
| 32 | 105 | 12.6% |
| 256 | 59 | 7.1% |
| 512 | 8 | 1.0% |
| 16 | 7 | 0.8% |
| 8 | 3 | 0.4% |
| Value | Count | Frequency (%) |
| 8 | 3 | 0.4% |
| 16 | 7 | 0.8% |
| 32 | 105 | 12.6% |
| 64 | 241 | |
| 128 | 411 | |
| 256 | 59 | 7.1% |
| 512 | 8 | 1.0% |
| Value | Count | Frequency (%) |
| 512 | 8 | 1.0% |
| 256 | 59 | 7.1% |
| 128 | 411 | |
| 64 | 241 | |
| 32 | 105 | 12.6% |
| 16 | 7 | 0.8% |
| 8 | 3 | 0.4% |
processor
Text
| Distinct | 131 |
|---|---|
| Distinct (%) | 15.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.0 KiB |
Length
| Max length | 48 |
|---|---|
| Median length | 43 |
| Mean length | 20.559952 |
| Min length | 6 |
Unique
| Unique | 35 ? |
|---|---|
| Unique (%) | 4.2% |
Sample
| 1st row | Qualcomm Snapdragon 680 |
|---|---|
| 2nd row | A Bionic Chip |
| 3rd row | Qualcomm Snapdragon 680 |
| 4th row | Mediatek Dimensity 700 |
| 5th row | Qualcomm Snapdragon 680 |
| Value | Count | Frequency (%) |
| snapdragon | 319 | 12.3% |
| qualcomm | 313 | 12.1% |
| mediatek | 299 | 11.5% |
| helio | 202 | 7.8% |
| 680 | 181 | 7.0% |
| dimensity | 99 | 3.8% |
| unisoc | 82 | 3.2% |
| core | 71 | 2.7% |
| chip | 58 | 2.2% |
| a | 58 | 2.2% |
| Other values (109) | 911 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1790 | 10.4% | |
| a | 1332 | 7.8% |
| o | 1126 | 6.6% |
| e | 1073 | 6.3% |
| i | 1000 | 5.8% |
| n | 972 | 5.7% |
| m | 732 | 4.3% |
| d | 631 | 3.7% |
| l | 541 | 3.2% |
| c | 506 | 3.0% |
| Other values (54) | 7444 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 17147 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1790 | 10.4% | |
| a | 1332 | 7.8% |
| o | 1126 | 6.6% |
| e | 1073 | 6.3% |
| i | 1000 | 5.8% |
| n | 972 | 5.7% |
| m | 732 | 4.3% |
| d | 631 | 3.7% |
| l | 541 | 3.2% |
| c | 506 | 3.0% |
| Other values (54) | 7444 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 17147 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1790 | 10.4% | |
| a | 1332 | 7.8% |
| o | 1126 | 6.6% |
| e | 1073 | 6.3% |
| i | 1000 | 5.8% |
| n | 972 | 5.7% |
| m | 732 | 4.3% |
| d | 631 | 3.7% |
| l | 541 | 3.2% |
| c | 506 | 3.0% |
| Other values (54) | 7444 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 17147 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1790 | 10.4% | |
| a | 1332 | 7.8% |
| o | 1126 | 6.6% |
| e | 1073 | 6.3% |
| i | 1000 | 5.8% |
| n | 972 | 5.7% |
| m | 732 | 4.3% |
| d | 631 | 3.7% |
| l | 541 | 3.2% |
| c | 506 | 3.0% |
| Other values (54) | 7444 |
display_size
Real number (ℝ)
High correlation
| Distinct | 42 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.524209 |
| Minimum | 10.16 |
|---|---|
| Maximum | 17.78 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 10.16 |
|---|---|
| 5-th percentile | 15.49 |
| Q1 | 16.51 |
| median | 16.66 |
| Q3 | 16.76 |
| 95-th percentile | 17.22 |
| Maximum | 17.78 |
| Range | 7.62 |
| Interquartile range (IQR) | 0.25 |
Descriptive statistics
| Standard deviation | 0.68257046 |
|---|---|
| Coefficient of variation (CV) | 0.041307301 |
| Kurtosis | 20.088317 |
| Mean | 16.524209 |
| Median Absolute Deviation (MAD) | 0.15 |
| Skewness | -3.7307468 |
| Sum | 13781.19 |
| Variance | 0.46590243 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 16.76 | 146 | |
| 16.51 | 98 | |
| 17.02 | 64 | 7.7% |
| 16.94 | 56 | 6.7% |
| 15.49 | 45 | 5.4% |
| 16.26 | 44 | 5.3% |
| 16.71 | 39 | 4.7% |
| 16.33 | 35 | 4.2% |
| 16.56 | 33 | 4.0% |
| 16.59 | 32 | 3.8% |
| Other values (32) | 242 |
| Value | Count | Frequency (%) |
| 10.16 | 1 | 0.1% |
| 12.7 | 8 | 1.0% |
| 13.72 | 3 | 0.4% |
| 13.84 | 10 | 1.2% |
| 15.21 | 1 | 0.1% |
| 15.44 | 1 | 0.1% |
| 15.46 | 2 | 0.2% |
| 15.49 | 45 | |
| 15.6 | 2 | 0.2% |
| 15.7 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 17.78 | 1 | 0.1% |
| 17.65 | 2 | 0.2% |
| 17.53 | 3 | 0.4% |
| 17.32 | 15 | 1.8% |
| 17.27 | 9 | 1.1% |
| 17.22 | 15 | 1.8% |
| 17.09 | 3 | 0.4% |
| 17.07 | 4 | 0.5% |
| 17.02 | 64 | |
| 16.97 | 5 | 0.6% |
battery_capacity
Real number (ℝ)
| Distinct | 35 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4955.1859 |
| Minimum | 1600 |
|---|---|
| Maximum | 7000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.0 KiB |
Quantile statistics
| Minimum | 1600 |
|---|---|
| 5-th percentile | 4151 |
| Q1 | 5000 |
| median | 5000 |
| Q3 | 5000 |
| 95-th percentile | 6000 |
| Maximum | 7000 |
| Range | 5400 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 484.71387 |
|---|---|
| Coefficient of variation (CV) | 0.097819513 |
| Kurtosis | 7.7897492 |
| Mean | 4955.1859 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.86361277 |
| Sum | 4132625 |
| Variance | 234947.53 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=35)
| Value | Count | Frequency (%) |
| 5000 | 618 | |
| 6000 | 63 | 7.6% |
| 4500 | 41 | 4.9% |
| 4000 | 17 | 2.0% |
| 4700 | 12 | 1.4% |
| 4230 | 10 | 1.2% |
| 4250 | 7 | 0.8% |
| 3000 | 7 | 0.8% |
| 5020 | 6 | 0.7% |
| 4980 | 5 | 0.6% |
| Other values (25) | 48 | 5.8% |
| Value | Count | Frequency (%) |
| 1600 | 1 | 0.1% |
| 2400 | 1 | 0.1% |
| 3000 | 7 | |
| 3020 | 3 | 0.4% |
| 3300 | 2 | 0.2% |
| 3700 | 3 | 0.4% |
| 3900 | 1 | 0.1% |
| 4000 | 17 | |
| 4020 | 4 | 0.5% |
| 4050 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 7000 | 3 | 0.4% |
| 6000 | 63 | 7.6% |
| 5200 | 1 | 0.1% |
| 5160 | 1 | 0.1% |
| 5080 | 2 | 0.2% |
| 5065 | 1 | 0.1% |
| 5050 | 1 | 0.1% |
| 5020 | 6 | 0.7% |
| 5000 | 618 | |
| 4980 | 5 | 0.6% |
battery_type
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.0 KiB |
| Lithium | |
|---|---|
| Lithium Ion | |
| Lithium Polymer |
Length
| Max length | 15 |
|---|---|
| Median length | 7 |
| Mean length | 8.8800959 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Lithium |
|---|---|
| 2nd row | Lithium |
| 3rd row | Lithium |
| 4th row | Lithium Polymer |
| 5th row | Lithium Polymer |
Common Values
| Value | Count | Frequency (%) |
| Lithium | 556 | |
| Lithium Ion | 164 | 19.7% |
| Lithium Polymer | 114 | 13.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| lithium | 834 | |
| ion | 164 | 14.7% |
| polymer | 114 | 10.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 1668 | |
| m | 948 | |
| L | 834 | |
| t | 834 | |
| h | 834 | |
| u | 834 | |
| 278 | 3.8% | |
| o | 278 | 3.8% |
| I | 164 | 2.2% |
| n | 164 | 2.2% |
| Other values (5) | 570 | 7.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7406 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 1668 | |
| m | 948 | |
| L | 834 | |
| t | 834 | |
| h | 834 | |
| u | 834 | |
| 278 | 3.8% | |
| o | 278 | 3.8% |
| I | 164 | 2.2% |
| n | 164 | 2.2% |
| Other values (5) | 570 | 7.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7406 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 1668 | |
| m | 948 | |
| L | 834 | |
| t | 834 | |
| h | 834 | |
| u | 834 | |
| 278 | 3.8% | |
| o | 278 | 3.8% |
| I | 164 | 2.2% |
| n | 164 | 2.2% |
| Other values (5) | 570 | 7.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7406 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 1668 | |
| m | 948 | |
| L | 834 | |
| t | 834 | |
| h | 834 | |
| u | 834 | |
| 278 | 3.8% | |
| o | 278 | 3.8% |
| I | 164 | 2.2% |
| n | 164 | 2.2% |
| Other values (5) | 570 | 7.7% |
Interactions
Correlations
| battery_capacity | battery_type | brand | discounted_price | display_size | memory | no of persons | original_price | ratings | reviews | storage | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| battery_capacity | 1.000 | 0.152 | 0.349 | -0.224 | 0.274 | -0.196 | 0.125 | -0.229 | 0.010 | 0.101 | -0.095 |
| battery_type | 0.152 | 1.000 | 0.559 | 0.146 | 0.146 | 0.093 | 0.105 | 0.149 | 0.000 | 0.062 | 0.095 |
| brand | 0.349 | 0.559 | 1.000 | 0.284 | 0.535 | 0.295 | 0.109 | 0.292 | 0.436 | 0.019 | 0.312 |
| discounted_price | -0.224 | 0.146 | 0.284 | 1.000 | 0.097 | 0.816 | -0.051 | 0.922 | 0.319 | -0.004 | 0.828 |
| display_size | 0.274 | 0.146 | 0.535 | 0.097 | 1.000 | 0.169 | -0.142 | 0.072 | -0.160 | -0.113 | 0.189 |
| memory | -0.196 | 0.093 | 0.295 | 0.816 | 0.169 | 1.000 | -0.077 | 0.782 | 0.098 | -0.022 | 0.805 |
| no of persons | 0.125 | 0.105 | 0.109 | -0.051 | -0.142 | -0.077 | 1.000 | -0.038 | 0.415 | 0.991 | -0.072 |
| original_price | -0.229 | 0.149 | 0.292 | 0.922 | 0.072 | 0.782 | -0.038 | 1.000 | 0.249 | 0.012 | 0.773 |
| ratings | 0.010 | 0.000 | 0.436 | 0.319 | -0.160 | 0.098 | 0.415 | 0.249 | 1.000 | 0.382 | 0.166 |
| reviews | 0.101 | 0.062 | 0.019 | -0.004 | -0.113 | -0.022 | 0.991 | 0.012 | 0.382 | 1.000 | -0.027 |
| storage | -0.095 | 0.095 | 0.312 | 0.828 | 0.189 | 0.805 | -0.072 | 0.773 | 0.166 | -0.027 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| brand | model | colour | original_price | discounted_price | ratings | no of persons | reviews | memory | storage | processor | display_size | battery_capacity | battery_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | VIVO | VIVO T1 44W | Starry Sky | 19990 | 14499 | 4.5 | 87331 | 6044 | 4.0 | 128.0 | Qualcomm Snapdragon 680 | 16.36 | 5000.0 | Lithium |
| 1 | APPLE | APPLE IPHONE 11 | White | 48900 | 47199 | 4.6 | 184191 | 10818 | 8.0 | 128.0 | A Bionic Chip | 15.49 | 5000.0 | Lithium |
| 2 | VIVO | VIVO T1 44W | Midnight Galaxy | 20990 | 15999 | 4.4 | 51365 | 3750 | 6.0 | 128.0 | Qualcomm Snapdragon 680 | 16.36 | 5000.0 | Lithium |
| 3 | XIAOMI | POCO M4 5G | Power Black | 15999 | 11999 | 4.2 | 53448 | 4185 | 4.0 | 64.0 | Mediatek Dimensity 700 | 16.71 | 5000.0 | Lithium Polymer |
| 4 | XIAOMI | REDMI 10 | Caribbean Green | 14999 | 9299 | 4.3 | 187787 | 12084 | 4.0 | 64.0 | Qualcomm Snapdragon 680 | 17.02 | 6000.0 | Lithium Polymer |
| 5 | XIAOMI | POCO M4 5G | Cool Blue | 15999 | 11999 | 4.2 | 53448 | 4185 | 4.0 | 64.0 | Mediatek Dimensity 700 | 16.71 | 5000.0 | Lithium Polymer |
| 6 | XIAOMI | POCO C31 | Shadow Gray | 11999 | 7499 | 4.3 | 202727 | 11672 | 4.0 | 64.0 | MediaTek Helio G35 | 16.59 | 5000.0 | Lithium |
| 7 | XIAOMI | POCO M4 5G | Yellow | 15999 | 11999 | 4.2 | 53448 | 4185 | 4.0 | 64.0 | Mediatek Dimensity 700 | 16.71 | 5000.0 | Lithium Polymer |
| 8 | XIAOMI | REDMI 10 | Midnight Black | 14999 | 9299 | 4.3 | 187787 | 12084 | 4.0 | 64.0 | Qualcomm Snapdragon 680 | 17.02 | 6000.0 | Lithium Polymer |
| 9 | VIVO | VIVO T1 44W | Midnight Galaxy | 23990 | 17999 | 4.3 | 5798 | 483 | 8.0 | 128.0 | Qualcomm Snapdragon 680 | 16.36 | 5000.0 | Lithium |
| brand | model | colour | original_price | discounted_price | ratings | no of persons | reviews | memory | storage | processor | display_size | battery_capacity | battery_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 826 | XIAOMI | XIAOMI 11T PRO 5G HYPERPHONE | Celestial Magic | 35899 | 33500 | 4.1 | 496 | 56 | 8.0 | 128.0 | Qualcomm Snapdragon 680 | 16.94 | 5000.0 | Lithium |
| 827 | XIAOMI | REDMI NOTE 10 PRO MAX | Glacial Blue | 22999 | 20390 | 4.3 | 16833 | 1271 | 6.0 | 128.0 | Qualcomm Snapdragon 732G | 16.94 | 5020.0 | Lithium |
| 828 | XIAOMI | POCO M2 PRO | Out of the Blue | 17999 | 17999 | 4.4 | 350744 | 33202 | 6.0 | 64.0 | Qualcomm Snapdragon 720G | 16.94 | 5000.0 | Lithium |
| 829 | TECNO | TECNO SPARK 7 | Spruce Green | 8999 | 8490 | 4.2 | 1487 | 89 | 2.0 | 32.0 | Helio A25 | 16.56 | 6000.0 | Lithium |
| 830 | XIAOMI | POCO X2 | Matrix Purple | 17999 | 17999 | 4.5 | 271179 | 28996 | 6.0 | 64.0 | Qualcomm Snapdragon 730G | 16.94 | 4500.0 | Lithium |
| 831 | REALME | REALME GT NEO 2 | NEO Blue | 38999 | 35999 | 4.4 | 4430 | 628 | 6.0 | 256.0 | Qualcomm Snapdragon 870 | 16.81 | 5000.0 | Lithium |
| 832 | REALME | REALME GT NEO 2 | NEO Black | 38999 | 35999 | 4.4 | 4430 | 628 | 6.0 | 256.0 | Qualcomm Snapdragon 870 | 16.81 | 5000.0 | Lithium |
| 833 | REALME | REALME GT NEO 2 | NEO Black | 34999 | 31999 | 4.4 | 18194 | 2478 | 8.0 | 128.0 | Qualcomm Snapdragon 870 | 16.81 | 5000.0 | Lithium |
| 834 | REALME | REALME X50 PRO | Rust Red | 17999 | 41999 | 4.4 | 8689 | 1232 | 8.0 | 128.0 | Qualcomm Snapdragon 680 | 16.36 | 4200.0 | Lithium |
| 835 | XIAOMI | POCO M2 PRO | Two Shades of Black | 17999 | 17999 | 4.4 | 350744 | 33202 | 6.0 | 64.0 | Qualcomm Snapdragon 720G | 16.94 | 5000.0 | Lithium |